Merchandising Agent

The Merchandising Agent verifies execution at the point of sale and then does something about it. From a shelf photo or an audit at the outlet, it recognizes the SKUs on the shelf, scores them against the active planogram, and confirms whether the point-of-sale materials — the display, the header, the shelf strip, the secondary placement — are actually up and correctly placed. Where it finds a void, a misplaced facing, a missing POSM piece, or a planogram break, it does not stop at flagging the problem: it generates the corrective task, attaches the evidence and the expected fix, and assigns it to the right rep or merchandiser on the route. A finding becomes work, and work becomes a closed loop.

Because it runs on the ConnectX data model, the Merchandising Agent works from the same outlet, SKU, promotion, and planogram definitions every other agent uses — so the standard it checks against is the live one, not a stale spreadsheet, and the tasks it assigns land in the same field workflow reps already follow. Compliance is scored per outlet, per category, and per planogram, with the photo as proof; tasks carry a clear instruction and a due window; and once the fix is verified on the next visit, the loop closes itself. Merchandising standards stop drifting between head-office intent and shelf reality.

As an FMCG Verified agent, the Merchandising Agent fits the broader route-to-market motion rather than sitting in a silo. Verification findings feed perfect-store and retail-execution programs; assigned tasks flow into the visit plan so reps walk in already knowing what to fix; persistent voids can trigger a reorder or a route stop; and compliance trends are tracked across regions, channels, and programs so trade investment follows the stores where the planogram and POSM plan are genuinely being executed.